{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Josephson Junction (Dolan) \n",
    "\n",
    "We'll be creating a Dolan style Josephson Junction.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# So, let us dive right in. For convenience, let's begin by enabling\n",
    "# automatic reloading of modules when they change.\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, open_docs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Each time you create a new quantum circuit design, \n",
    "# you start by instantiating a QDesign class. \n",
    "\n",
    "# The design class `DesignPlanar` is best for 2D circuit designs.\n",
    "\n",
    "design = designs.DesignPlanar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Launch Qiskit Metal GUI to interactively view, edit, and simulate QDesign: Metal GUI\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### A dolan style josephson junction\n",
    "\n",
    "You can create a dolan style josephson junction from the QComponent Library, `qiskit_metal.qlibrary.qubits`. \n",
    "`jj_dolan.py` is the file containing our josephson junction so `jj_dolan` is the module we import. \n",
    "The `jj_dolan` class is our josephson junction.  Like all quantum components, `jj_dolan` inherits from `QComponent`. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.qubits.JJ_Dolan import jj_dolan\n",
    "\n",
    "# Be aware of the default_options that can be overridden by user.\n",
    "design.overwrite_enabled = True\n",
    "jj2 = jj_dolan(design, 'JJ2', options=dict(pos_x=\"0.1\", pos_y=\"0.0\"))\n",
    "gui.rebuild()\n",
    "gui.autoscale()\n",
    "gui.zoom_on_components(['JJ2'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Save screenshot as a .png formatted file.\n",
    "\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Closing the Qiskit Metal GUI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
